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169 research outcomes, page 1 of 17
  • publication . Other literature type . Conference object . 2021
    Open Access English
    Authors:
    Joseph Padfield;
    Publisher: Zenodo
    Project: EC | SSHOC (823782), UKRI | Practical applications of... (AH/T011084/1)

    An introduction to the Simple Site System (https://doi.org/10.5281/zenodo.4504844) a simple set of processes, based in GitHub, for creating a standard set of web-pages based on a simple set of json files. This presentation also introduced a Simple IIIF Discovery system ...

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  • publication . Article . Conference object . Preprint . 2021
    Open Access English
    Authors:
    Elaine Zosa; Ravi Shekhar; Mladen Karan; Matthew Purver;
    Publisher: Zenodo
    Country: Finland
    Project: EC | NewsEye (770299), EC | EMBEDDIA (825153), UKRI | Streamlining Social Decis... (EP/S033564/1)

    Moderation of reader comments is a significant problem for online news platforms. Here, we experiment with models for automatic moderation, using a dataset of comments from a popular Croatian newspaper. Our analysis shows that while comments that violate the moderation ...

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  • publication . Contribution for newspaper or weekly magazine . Conference object . Preprint . 2021
    Open Access English
    Authors:
    Sander Bijl de Vroe; Liane Guillou; Miloš Stanojević; Nick McKenna; Mark Steedman;
    Country: United Kingdom
    Project: EC | SEMANTAX (742137)

    Language provides speakers with a rich system of modality for expressing thoughts about events, without being committed to their actual occurrence. Modality is commonly used in the political news domain, where both actual and possible courses of events are discussed. NL...

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  • publication . Preprint . Conference object . Part of book or chapter of book . 2021
    Open Access English
    Authors:
    Robert Litschko; Ivan Vulić; Simone Paolo Ponzetto; Goran Glavaš;
    Publisher: Springer International Publishing
    Country: United Kingdom
    Project: EC | LEXICAL (648909)

    Pretrained multilingual text encoders based on neural Transformer architectures, such as multilingual BERT (mBERT) and XLM, have achieved strong performance on a myriad of language understanding tasks. Consequently, they have been adopted as a go-to paradigm for multili...

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  • publication . Conference object . Preprint . 2021
    Open Access English
    Authors:
    Fangyu Liu; Ivan Vuli; Anna Korhonen; Nigel Collier;
    Persistent Identifiers
    Project: EC | LEXICAL (648909)

    Injecting external domain-specific knowledge (e.g., UMLS) into pretrained language models (LMs) advances their capability to handle specialised in-domain tasks such as biomedical entity linking (BEL). However, such abundant expert knowledge is available only for a handf...

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  • publication . Conference object . 2021
    English
    Authors:
    Ivan Vuli; Edoardo Maria Ponti; Anna Korhonen; Goran Glavaš;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: EC | LEXICAL (648909)

    Transformer-based language models (LMs) pretrained on large text collections implicitly store a wealth of lexical semantic knowledge, but it is non-trivial to extract that knowledge effectively from their parameters. Inspired by prior work on semantic specialization of ...

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  • publication . Conference object . Preprint . 2021
    Open Access English
    Authors:
    Valentina Pyatkin; Shoval Sadde; Aynat Rubinstein; Paul Portner; Reut Tsarfaty;
    Persistent Identifiers
    Project: EC | NLPRO (677352)

    Modality is the linguistic ability to describe events with added information such as how desirable, plausible, or feasible they are. Modality is important for many NLP downstream tasks such as the detection of hedging, uncertainty, speculation, and more. Previous studie...

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  • publication . Conference object . Preprint . 2021
    Open Access English
    Authors:
    Yujian Gan; Xinyun Chen; Qiuping Huang; Matthew Purver; John R. Woodward; Jinxia Xie; Pengsheng Huang;
    Persistent Identifiers
    Project: EC | SAAM (769661), EC | EMBEDDIA (825153)

    Recently, there has been significant progress in studying neural networks to translate text descriptions into SQL queries. Despite achieving good performance on some public benchmarks, existing text-to-SQL models typically rely on the lexical matching between words in n...

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  • publication . Conference object . Contribution for newspaper or weekly magazine . Preprint . 2021
    Open Access English
    Authors:
    Farid Arthaud; Rachel Bawden; Alexandra Birch;
    Publisher: HAL CCSD
    Countries: France, United Kingdom, France
    Project: EC | GoURMET (825299), UKRI | MTStretch: Low-resource M... (EP/S001271/1)

    Machine translation (MT) models used in industries with constantly changing topics, such as translation or news agencies, need to adapt to new data to maintain their performance over time. Our aim is to teach a pre-trained MT model to translate previously unseen words a...

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  • publication . Part of book or chapter of book . Conference object . 2021
    Open Access English
    Authors:
    Eleftherios Ioannou; Andreas Lanitis; Athanasios K. Vionis; Giorgos Papantoniou; Niki Savvides;
    Persistent Identifiers
    Country: Cyprus
    Project: EC | RISE (739578)

    Landscape studies have evolved into a significant branch of historical archaeological research, by placing emphasis on the ecological, economic, political and cultural values of pre-modern settled and sacred landscapes. The aim of our work is to support the systematic e...

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169 research outcomes, page 1 of 17